Avi Chawla - Daily Dose of Data Science (Page 7)

[Hands-on] RAG over audio files

LLMs Mar 4, 2025 • 3 min read

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

LLMs Mar 3, 2025 • 5 min read

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four critical model training paradigms that you MUST know for real-world ML modelling.

Building Flows in Agentic Systems (Part B)

Agents Mar 2, 2025 • 20 min read

Building Flows in Agentic Systems (Part B)

AI Agents Crash Course—Part 4 (with implementation).

Avi Chawla, Akshay Pachaar

Transformer vs. Mixture of Experts in LLMs

LLMs Feb 27, 2025 • 4 min read

Transformer vs. Mixture of Experts in LLMs

A popular interview question.

Building Flows in Agentic Systems (Part A)

Agents Feb 23, 2025 • 18 min read

Building Flows in Agentic Systems (Part A)

AI Agents Crash Course—Part 3 (with implementation).

Avi Chawla, Akshay Pachaar

5 LLM Fine-tuning Techniques

LLMs Feb 20, 2025 • 3 min read

5 LLM Fine-tuning Techniques

...explained visually

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part B)

Agents Feb 16, 2025 • 15 min read

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part B)

AI Agents Crash Course—Part 2 (with implementation).

Avi Chawla, Akshay Pachaar

KV Caching in LLMs, explained visually

LLMs Feb 14, 2025 • 4 min read

KV Caching in LLMs, explained visually

A popular interview question.

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